org.deeplearning4j.arbiter.optimize.generator.genetic.mutation

Class RandomMutationOperator

java.lang.Object

org.deeplearning4j.arbiter.optimize.generator.genetic.mutation.RandomMutationOperator

All Implemented Interfaces:

MutationOperator

public class RandomMutationOperator
extends Object
implements MutationOperator

A mutation operator where each gene has a chance of being mutated with a mutation rate probability.

Author:

Alexandre Boulanger

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	RandomMutationOperator.Builder

Method Summary

Modifier and Type	Method and Description
boolean	mutate(double[] genes) Performs the mutation.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

mutate

public boolean mutate(double[] genes)

Performs the mutation. Each gene has a mutation rate probability of being mutated.

Specified by:

mutate in interface MutationOperator

Parameters:

genes - The genes to be mutated

Returns:

True if the genes were mutated, otherwise false.